Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning

20 April 2020

Papers citing "Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning"

50 / 91 papers shown

Title
Deep Learning Approaches for Medical Imaging Under Varying Degrees of Label Availability: A Comprehensive Survey Siteng Ma Honghui Du Yu An Jing Wang Qinqin Wang Haochang Wu Aonghus Lawlor Ruihai Dong 40 0 0 15 Apr 2025
Domain Adaptation Using Pseudo Labels for COVID-19 Detection Runtian Yuan Qingqiu Li Junlin Hou Jilan Xu Yuejie Zhang Rui Feng Hao Chen OOD 27 0 0 18 Mar 2024
Survival and grade of the glioma prediction using transfer learning Santiago Valbuena Rubio María Teresa García-Ordás O. Olivera H. Alaiz-Moretón María-Inmaculada Gónzalez-Alonso J. Benítez-Andrades 25 3 0 04 Feb 2024
Improving Fairness of Automated Chest X-ray Diagnosis by Contrastive Learning Mingquan Lin Tianhao Li Zhaoyi Sun G. Holste Ying Ding Fei-Yue Wang George Shih Yifan Peng 11 2 0 25 Jan 2024
Secure Federated Learning Approaches to Diagnosing COVID-19 Rittika Adhikari Christopher Settles FedML OOD 11 0 0 23 Jan 2024
Enhancing Medical Specialty Assignment to Patients using NLP Techniques Chris Solomou LM&MA 8 0 0 09 Dec 2023
Robust and Interpretable COVID-19 Diagnosis on Chest X-ray Images using Adversarial Training Karina Yang Alexis Bennett Dominique Duncan OOD 16 1 0 23 Nov 2023
Data efficient deep learning for medical image analysis: A survey Suruchi Kumari Pravendra Singh 37 12 0 10 Oct 2023
Post-COVID Highlights: Challenges and Solutions of AI Techniques for Swift Identification of COVID-19 Yingying Fang Xiaodan Xing Shiyi Wang Simon Walsh Guang Yang 19 0 0 24 Sep 2023
Deep Reinforcement Learning Framework for Thoracic Diseases Classification via Prior Knowledge Guidance Weizhi Nie Chen Zhang Dan Song Lina Zhao Yunpeng Bai Keliang Xie Anan Liu 23 0 0 02 Jun 2023
Instrumental Variable Learning for Chest X-ray Classification Weizhi Nie Chen Zhang Dan Song Yunpeng Bai Keliang Xie Anan Liu CML 24 4 0 20 May 2023
Deep transfer learning for detecting Covid-19, Pneumonia and Tuberculosis using CXR images -- A Review Irad Mwendo Kinyua Gikunda A. Maina 15 0 0 26 Mar 2023
Designing an Improved Deep Learning-based Model for COVID-19 Recognition in Chest X-ray Images: A Knowledge Distillation Approach Amirreza BabaAhmadi Sahar Khalafi M. Shariatpanahi M. Ayati 12 2 0 06 Jan 2023
Boosting Automatic COVID-19 Detection Performance with Self-Supervised Learning and Batch Knowledge Ensembling Guang Li Ren Togo Takahiro Ogawa Miki Haseyama SSL 38 8 0 19 Dec 2022
COVID-19 Detection Based on Self-Supervised Transfer Learning Using Chest X-Ray Images Guang Li Ren Togo Takahiro Ogawa Miki Haseyama SSL 24 21 0 19 Dec 2022
POLCOVID: a multicenter multiclass chest X-ray database (Poland, 2020-2021) Aleksandra Suwalska J. Tobiasz Wojciech Pra.zuch M. Socha P. Foszner ... E. Szurowska POLCOVID Study Group M. Marczyk A. Cieszanowski Joanna Polańska 23 3 0 29 Nov 2022
Spatial-Temporal Synchronous Graph Transformer network (STSGT) for COVID-19 forecasting Smart Health Ming Dong Ying Li AI4TS 17 4 0 31 Oct 2022
CIRCA: comprehensible online system in support of chest X-rays-based COVID-19 diagnosis Wojciech Pra.zuch Aleksandra Suwalska M. Socha J. Tobiasz P. Foszner ... Barbara Gizycka E. Szurowska POLCOVID Study Group M. Marczyk Joanna Polańska 21 1 0 11 Oct 2022
HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model Pretraining Chunhui Zhang Yixiong Chen Li Liu Qiong Liu Xiaoping Zhou VLM 45 8 0 10 Oct 2022
Deeply Supervised Layer Selective Attention Network: Towards Label-Efficient Learning for Medical Image Classification Peng-Tao Jiang Juan Liu Lang Wang Zhihui Yang Hongyu Dong Jing Feng 24 2 0 28 Sep 2022
COVID-19 Detection and Analysis From Lung CT Images using Novel Channel Boosted CNNs Dr. Saddam Hussain Khan 16 37 0 22 Sep 2022
Diagnosis of COVID-19 disease using CT scan images and pre-trained models Faezeh Amouzegar H. Mirvaziri M. G. Ahsaee Mahdi Shariatzadeh 19 3 0 16 Aug 2022
Generative Transfer Learning: Covid-19 Classification with a few Chest X-ray Images Suvarna Kadam V.G. Vaidya MedIm 8 1 0 10 Aug 2022
How Well Do Vision Transformers (VTs) Transfer To The Non-Natural Image Domain? An Empirical Study Involving Art Classification Vincent Tonkes M. Sabatelli ViT 25 6 0 09 Aug 2022
Deep Pneumonia: Attention-Based Contrastive Learning for Class-Imbalanced Pneumonia Lesion Recognition in Chest X-rays Xinxu Wei Haohan Bai Xian-Shi Zhang Yongjie Li 24 2 0 23 Jul 2022
CNN-based Local Vision Transformer for COVID-19 Diagnosis Hongyan Xu Xiu Su Dadong Wang ViT MedIm 30 2 0 05 Jul 2022
Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis Hongyan Xu Dadong Wang Arcot Sowmya 11 1 0 04 Jul 2022
Comparative Analysis of State-of-the-Art Deep Learning Models for Detecting COVID-19 Lung Infection from Chest X-Ray Images Zeba Ghaffar Pir Masoom Shah Hikmat Khan Syed Farhan Alam Zaidi Abdullah Gani I. Khan M. A. Shah S. M. Fakhrul Islam 25 3 0 01 Jul 2022
Backbones-Review: Feature Extraction Networks for Deep Learning and Deep Reinforcement Learning Approaches O. Elharrouss Y. Akbari Noor Almaadeed S. Al-Maadeed 17 68 0 16 Jun 2022
CNN-based Classification Framework for Lung Tissues with Auxiliary Information Huafeng Hu R. Ye Jeyarajan Thiyagalingam Frans Coenen Jionglong Su 11 0 0 14 Jun 2022
Classification of COVID-19 in Chest X-ray Images Using Fusion of Deep Features and LightGBM H. Nasiri Ghazal Kheyroddin M. Dorrigiv Mona Esmaeili A. Nafchi Mohsen Ghorbani P. Zarkesh-Ha 24 19 0 09 Jun 2022
Diagnosis of COVID-19 Cases from Chest X-ray Images Using Deep Neural Network and LightGBM Mobina Ezzoddin H. Nasiri M. Dorrigiv 17 17 0 27 Mar 2022
Boost Test-Time Performance with Closed-Loop Inference Shuaicheng Niu Jiaxiang Wu Yifan Zhang Guanghui Xu Haokun Li Peilin Zhao Junzhou Huang Yaowei Wang Mingkui Tan 54 3 0 21 Mar 2022
A Deep Learning Approach for the Detection of COVID-19 from Chest X-Ray Images using Convolutional Neural Networks Aditya Saxena Shamsheer Pal Singh 28 14 0 24 Jan 2022
POTHER: Patch-Voted Deep Learning-Based Chest X-ray Bias Analysis for COVID-19 Detection Tomasz Szczepañski Arkadiusz Sitek Tomasz Trzciñski Szymon Płotka 27 1 0 23 Jan 2022
Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review F. Giuste Wenqi Shi Yuanda Zhu Tarun Naren Monica Isgut Ying Sha L. Tong Mitali S. Gupte May D. Wang 21 73 0 23 Dec 2021
A Comparative Analysis of Machine Learning Approaches for Automated Face Mask Detection During COVID-19 Junaed Younus Khan Md. Abdullah Al Alamin CVBM 21 6 0 15 Dec 2021
COVID-19 Pneumonia and Influenza Pneumonia Detection Using Convolutional Neural Networks Julianna Antonchuk Benjamin Prescott Philip Melanchthon R. Singh 9 2 0 14 Dec 2021
CXR-Net: An Encoder-Decoder-Encoder Multitask Deep Neural Network for Explainable and Accurate Diagnosis of COVID-19 pneumonia with Chest X-ray Images Xin Zhang Liangxiu Han Tam Sobeih Lianghao Han Nina Dempsey Symeon Lechareas A. Tridente Haoming Chen Stephen White MedIm 16 17 0 20 Oct 2021
COVID-19 Detection in Chest X-ray Images Using Swin-Transformer and Transformer in Transformer Juntao Jiang Shuyi Lin ViT MedIm 13 7 0 16 Oct 2021
Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image D. Avola Andrea Bacciu Luigi Cinque Alessio Fagioli Marco Raoul Marini Riccardo Taiello 19 9 0 06 Oct 2021
Empirical Quantitative Analysis of COVID-19 Forecasting Models Yun Zhao Yuqing Wang Junfeng Liu H. Xia Zhenni Xu Qinghang Hong Zhiyang Zhou Linda R. Petzold 24 11 0 01 Oct 2021
A novel framework based on deep learning and ANOVA feature selection method for diagnosis of COVID-19 cases from chest X-ray Images H. Nasiri S. A. Alavi 27 78 0 30 Sep 2021
Cross-Site Severity Assessment of COVID-19 from CT Images via Domain Adaptation Gengxin Xu Chen Liu Jun Liu Z. Ding F. Shi ... Xiaoming Li Ying Wei Yaozong Gao Chuan-Xian Ren D. Shen OOD 24 36 0 08 Sep 2021
A Data Augmented Approach to Transfer Learning for Covid-19 Detection Shagufta Henna A. Reji 22 1 0 05 Aug 2021
DuCN: Dual-children Network for Medical Diagnosis and Similar Case Recommendation towards COVID-19 Chengtao Peng Yunfei Long Senhua Zhu Dandan Tu Bin Li 26 0 0 03 Aug 2021
A Survey of Machine Learning Techniques for Detecting and Diagnosing COVID-19 from Imaging Aishwarza Panday M. A. Kabir N. K. Chowdhury 36 7 0 25 Jul 2021
Parametric Scattering Networks Shanel Gauthier Benjamin Thérien Laurent Alsene-Racicot Muawiz Chaudhary Irina Rish Eugene Belilovsky Michael Eickenberg Guy Wolf 24 16 0 20 Jul 2021
Medical Imaging with Deep Learning for COVID- 19 Diagnosis: A Comprehensive Review Subrato Bharati Prajoy Podder M. Rubaiyat Hossain Mondal V. B. Surya Prasath 20 39 0 13 Jul 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 18 572 0 27 May 2021